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  • 1
    Keywords: Ocean circulation--Mathematical models. ; Electronic books.
    Type of Medium: Online Resource
    Pages: 1 online resource (469 pages)
    Edition: 1st ed.
    ISBN: 9789401594509
    Series Statement: Atmospheric and Oceanographic Sciences Library ; v.22
    DDC: 551.462
    Language: English
    Note: Front -- Contents -- INTRODUCTION -- BACKGROUND MATERIAL -- A DYNAMICAL SYSTEMS POINT OF VIEW -- NUMERICAL TECHNIQUES -- THE WIND-DRIVEN OCEAN CIRCULATION -- THE THERMOHALINE OCEAN CIRCULATION -- THE DYNAMICS AND PHYSICS OF ENSO -- Index.
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  • 2
    Online Resource
    Online Resource
    New York :Cambridge University Press,
    Keywords: Atmospheric physics. ; Electronic books.
    Description / Table of Contents: This book provides an overview of the applications of complex network theory to climate science. Aimed mainly at researchers and graduate students in climate science, it will also be of value to a broader audience of anyone interested in network science, from biomedicine to ecology to economics.
    Type of Medium: Online Resource
    Pages: 1 online resource (286 pages)
    Edition: 1st ed.
    ISBN: 9781108626682
    DDC: 551.633
    Language: English
    Note: Cover -- Half-title -- Title page -- Copyright information -- Contents -- Preface -- Acknowledgments -- 1 The Climate System -- 1.1 System Components -- 1.2 Forcing -- 1.3 Climate Models -- 1.4 Mean State -- 1.4.1 Atmosphere -- 1.4.2 Ocean -- 2 Climate Variability -- 2.1 Phenomena and Null-Hypothesis -- 2.2 Atmospheric Waves and Teleconnections -- 2.3 The North Atlantic Oscillation -- 2.4 The El Niño-Southern Oscillation -- 2.5 Tropical Circulation and Monsoons -- 2.6 The Atlantic Multidecadal Oscillation -- 3 Climate Data Analysis -- 3.1 Climate Data -- 3.2 Linear Analysis Tools -- 3.2.1 Correlation Analysis -- 3.2.2 Spectral Analysis -- 3.2.3 Wavelets -- 3.2.4 Empirical Orthogonal Functions -- 3.3 Nonlinear Analysis Tools -- 3.3.1 Entropy -- 3.3.2 Mutual Information -- 3.3.3 Event Synchronization -- 3.3.4 Directionality and Causality Measures -- 3.3.5 Ordinal Analysis -- 3.4 Statistical Testing -- 4 Climate Networks: Construction Methods and Analysis -- 4.1 Complex Networks -- 4.1.1 General Definitions and Properties -- 4.1.2 Functional and Structural Networks -- 4.2 Construction of Climate Networks -- 4.2.1 Undirected Network Inferred from SATA -- 4.2.2 Directed Network Inferred from SATA -- 4.3 Climate Communities -- 4.4 Flow Networks -- 4.4.1 Network Description of Lagrangian Transport in Fluid Flows -- 4.4.2 Dispersion, Mixing, and Network Entropies -- 4.4.3 Communities in Flow Networks -- 4.4.4 Optimal Paths in Flow Networks -- 4.4.5 MPP-Betweenness -- 4.5 Event Synchronization Networks -- 5 Computational Tools for Network Analysis -- 5.1 Computational Problem -- 5.2 Serial Tools: pyunicorn -- 5.2.1 Description -- 5.2.2 Performance -- 5.3 Parallel Tools: Par@Graph -- 5.3.1 Description -- 5.3.2 Performance: POP Model Time Series -- 6 Applications to Atmospheric Variability -- 6.1 Network Analysis of ENSO Phases. , 6.2 Evolution of Atmospheric Connectivity in the Twentieth Century -- 6.3 Forced and Internal Atmospheric Variability -- 6.4 Atmospheric Rossby Waves -- 6.5 Atmospheric Blocking Events -- 6.6 Indian Monsoon -- 6.6.1 Paleoclimate Networks -- 6.6.2 Monsoon Extreme Rainfall Events -- 6.7 South American Monsoon -- 6.7.1 Air-Sea Interaction in the South Atlantic Convergence Zone -- 6.7.2 Moisture Sources of Southeastern South America -- 7 Applications to Oceanic Variability -- 7.1 Oceanic El Niño Wave Dynamics -- 7.2 Multidecadal North Atlantic SST Anomalies -- 7.3 Mediterranean Sea Surface Flow Network -- 7.3.1 Network Construction -- 7.3.2 Dispersion and Mixing -- 7.3.3 Communities in the Mediterranean Surface Flow -- 7.4 Optimal Mediterranean Flow Paths -- 8 Climate Tipping Behavior -- 8.1 Climate Tipping Elements -- 8.2 Critical Slowing Down -- 8.3 Atlantic MOC Collapse -- 8.3.1 Models and Data -- 8.3.2 Results for the Two-Dimensional Model -- 8.3.3 Results for the FAMOUS Model -- 8.4 Desertification -- 8.4.1 Vegetation-Water Model -- 8.4.2 Network Approach and Analysis -- 8.5 Percolation-Based Techniques -- 8.5.1 Percolation in the Lorenz'96 Model Network -- 8.5.2 Percolation in Sea Temperature Networks during El Niño Events -- 9 Network-Based Prediction -- 9.1 Concepts of Predictability -- 9.2 Machine Learning -- 9.3 Prediction of the Indian Summer Monsoon -- 9.3.1 The Problem -- 9.3.2 Climate Networks and the Prediction of the Monsoon -- 9.3.3 Prediction of Monsoon Onset and Withdrawal -- 9.3.4 Prediction Skill -- 9.4 El Niño Prediction -- 9.4.1 The Problem -- 9.4.2 Machine Learning Prediction Using Network Measures -- 9.4.3 Prediction Skill -- References -- Copyright Acknowledgments -- Index.
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  • 3
    Keywords: Ocean circulation Mathematical models ; Differentiable dynamical systems ; El Niño Current Mathematical models ; Meeresströmung ; El-Niño-Phänomen ; Meereskunde ; Meeresströmung ; Hydromechanik ; Differentiation ; El-Niño-Phänomen ; Southern oscillation ; Meeresströmung ; El-Niño-Phänomen ; Nichtlineares mathematisches Modell
    Type of Medium: Book
    Pages: XVI, 532 S. , Ill., graph. Darst., Kt.
    Edition: 2. rev. and enlarged ed.
    ISBN: 140202262X , 1402022638 , 9781402022630 , 9781402022623
    Series Statement: Atmospheric and oceanographic sciences library 28
    DDC: 551.46/2
    RVK:
    Language: English
    Note: Includes bibliographical references and index
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  • 4
    Type of Medium: Book
    Series Statement: Preprints / Koninklijk Nederlands Meteorologisch Instituut 97,30
    Language: Undetermined
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  • 5
    Keywords: Ocean circulation Mathematical models ; Differentiable dynamical systems ; El Niño Current Mathematical models ; Meeresströmung ; El-Niño-Phänomen
    Type of Medium: Book
    Pages: XVIII, 456 S , graph. Darst., Ill., Kt
    ISBN: 0792365224
    Series Statement: Atmospheric and oceanographic sciences library 22
    DDC: 551.47
    Language: English
    Note: Includes index
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